{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 获取比特币成交日期，价格并绘制成图表"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# coding:utf-8\n",
    "import matplotlib.pyplot as plt\n",
    "import requests\n",
    "import json\n",
    "import time"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [],
   "source": [
    "url = \"https://api.btctrade.com/api/trades?coin=btc\"\n",
    "\n",
    "response = requests.get(url)\n",
    "res_con = response.content.decode('utf-8')\n",
    "res_dict = json.JSONDecoder().decode(res_con)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [],
   "source": [
    "data_btc = []\n",
    "dates = []\n",
    "for datas in res_dict:\n",
    "    data_btc.append(datas['price'])\n",
    "    \n",
    "for date_p in res_dict:\n",
    "    dates.append(time.strftime(\"%Y-%m-%d %H:%M:%S\",time.localtime(int(date_p['date']))))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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7jF5/5k59Y9c+3fLIpOTW/rpWOLSQ17/cEFQc7T3I+/ikEfgASKVojs/UfF6H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\nRK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x108c136a0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "fig = plt.figure(dpi=128, figsize=(10, 6))\n",
    "plt.plot(data_btc)\n",
    "plt.title(\"BTC\",fontsize=24)\n",
    "plt.xlabel(\"Date\",fontsize=14)\n",
    "fig.autofmt_xdate()\n",
    "plt.xticks((0,10,20,30,40,50),dates)\n",
    "plt.ylabel(\"Price\",fontsize=14)\n",
    "# plt.ylabel(\"Price\",fontsize=14)\n",
    "# plt.tick_params(labelsize=14)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
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